Multiple players tracking and identification using group detection and player number recognition in sports video

Taiki Yamamoto, Hirokatsu Kataoka, Masaki Hayashi, Yoshimitsu Aoki, Kyoko Oshima, Masamoto Tanabiki

    研究成果: Conference contribution

    13 被引用数 (Scopus)

    抄録

    We are interested in the problem of automatically tracking and identifying players in sports video. While there are many automatic multi-target tracking methods, in sports video, it is difficult to track multiple players due to frequent occlusions, quick motion of players and camera, and camera position. We propose tracking method that associates tracklets of a same player using results of player number recognition. To deal with frequent occlusions, we detect human region by level set method and then estimates if it is occluded group region or unoccluded individual one. Moreover, we associate tracklets using the results of player number recognition at each frame by keypoints-based matching with templates from multiple viewpoints, so that final tracklets include occluded region.

    本文言語English
    ホスト出版物のタイトルProceedings, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society
    ページ2442-2446
    ページ数5
    DOI
    出版ステータスPublished - 2013 12 1
    イベント39th Annual Conference of the IEEE Industrial Electronics Society, IECON 2013 - Vienna, Austria
    継続期間: 2013 11 102013 11 14

    出版物シリーズ

    名前IECON Proceedings (Industrial Electronics Conference)

    Other

    Other39th Annual Conference of the IEEE Industrial Electronics Society, IECON 2013
    国/地域Austria
    CityVienna
    Period13/11/1013/11/14

    ASJC Scopus subject areas

    • 制御およびシステム工学
    • 電子工学および電気工学

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